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Yolo-v6

Object Detection
PyTorch
real_time
android
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@@ -32,30 +32,35 @@ This model is an implementation of Yolo-v6 found [here](https://github.com/meitu
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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- | Yolo-v6 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 10.68 ms | 0 - 11 MB | FP16 | NPU | -- |
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- | Yolo-v6 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 4.484 ms | 5 - 7 MB | FP16 | NPU | -- |
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- | Yolo-v6 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 7.342 ms | 0 - 50 MB | FP16 | NPU | -- |
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- | Yolo-v6 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 3.185 ms | 5 - 23 MB | FP16 | NPU | -- |
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- | Yolo-v6 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 7.229 ms | 0 - 45 MB | FP16 | NPU | -- |
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- | Yolo-v6 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 3.616 ms | 5 - 42 MB | FP16 | NPU | -- |
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- | Yolo-v6 | SA7255P ADP | SA7255P | TFLITE | 85.282 ms | 0 - 37 MB | FP16 | NPU | -- |
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- | Yolo-v6 | SA7255P ADP | SA7255P | QNN | 78.022 ms | 1 - 10 MB | FP16 | NPU | -- |
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- | Yolo-v6 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 10.681 ms | 0 - 9 MB | FP16 | NPU | -- |
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- | Yolo-v6 | SA8255 (Proxy) | SA8255P Proxy | QNN | 4.566 ms | 5 - 8 MB | FP16 | NPU | -- |
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- | Yolo-v6 | SA8295P ADP | SA8295P | TFLITE | 13.558 ms | 0 - 30 MB | FP16 | NPU | -- |
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- | Yolo-v6 | SA8295P ADP | SA8295P | QNN | 6.985 ms | 0 - 14 MB | FP16 | NPU | -- |
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- | Yolo-v6 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 10.769 ms | 0 - 8 MB | FP16 | NPU | -- |
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- | Yolo-v6 | SA8775P ADP | SA8775P | TFLITE | 14.509 ms | 0 - 38 MB | FP16 | NPU | -- |
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- | Yolo-v6 | SA8775P ADP | SA8775P | QNN | 7.39 ms | 1 - 10 MB | FP16 | NPU | -- |
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- | Yolo-v6 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 85.282 ms | 0 - 37 MB | FP16 | NPU | -- |
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- | Yolo-v6 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 78.022 ms | 1 - 10 MB | FP16 | NPU | -- |
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- | Yolo-v6 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 10.656 ms | 0 - 9 MB | FP16 | NPU | -- |
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- | Yolo-v6 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 4.561 ms | 5 - 7 MB | FP16 | NPU | -- |
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- | Yolo-v6 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 14.509 ms | 0 - 38 MB | FP16 | NPU | -- |
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- | Yolo-v6 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 7.39 ms | 1 - 10 MB | FP16 | NPU | -- |
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- | Yolo-v6 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 12.615 ms | 0 - 37 MB | FP16 | NPU | -- |
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- | Yolo-v6 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 7.459 ms | 5 - 35 MB | FP16 | NPU | -- |
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- | Yolo-v6 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 4.757 ms | 5 - 5 MB | FP16 | NPU | -- |
 
 
 
 
 
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  | Model | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Precision | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | Yolo-v6 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | TFLITE | 10.743 ms | 0 - 9 MB | FP16 | NPU | -- |
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+ | Yolo-v6 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | QNN | 4.463 ms | 5 - 7 MB | FP16 | NPU | -- |
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+ | Yolo-v6 | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 | ONNX | 6.289 ms | 0 - 30 MB | FP16 | NPU | -- |
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+ | Yolo-v6 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | TFLITE | 7.294 ms | 0 - 49 MB | FP16 | NPU | -- |
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+ | Yolo-v6 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | QNN | 3.228 ms | 0 - 19 MB | FP16 | NPU | -- |
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+ | Yolo-v6 | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 | ONNX | 4.747 ms | 5 - 62 MB | FP16 | NPU | -- |
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+ | Yolo-v6 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | TFLITE | 7.147 ms | 0 - 43 MB | FP16 | NPU | -- |
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+ | Yolo-v6 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 4.182 ms | 5 - 40 MB | FP16 | NPU | -- |
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+ | Yolo-v6 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | ONNX | 4.924 ms | 7 - 53 MB | FP16 | NPU | -- |
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+ | Yolo-v6 | SA7255P ADP | SA7255P | TFLITE | 85.524 ms | 0 - 38 MB | FP16 | NPU | -- |
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+ | Yolo-v6 | SA7255P ADP | SA7255P | QNN | 78.093 ms | 0 - 9 MB | FP16 | NPU | -- |
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+ | Yolo-v6 | SA8255 (Proxy) | SA8255P Proxy | TFLITE | 10.81 ms | 0 - 9 MB | FP16 | NPU | -- |
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+ | Yolo-v6 | SA8255 (Proxy) | SA8255P Proxy | QNN | 4.602 ms | 5 - 7 MB | FP16 | NPU | -- |
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+ | Yolo-v6 | SA8295P ADP | SA8295P | TFLITE | 13.543 ms | 0 - 30 MB | FP16 | NPU | -- |
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+ | Yolo-v6 | SA8295P ADP | SA8295P | QNN | 6.93 ms | 2 - 20 MB | FP16 | NPU | -- |
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+ | Yolo-v6 | SA8650 (Proxy) | SA8650P Proxy | TFLITE | 10.811 ms | 0 - 10 MB | FP16 | NPU | -- |
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+ | Yolo-v6 | SA8650 (Proxy) | SA8650P Proxy | QNN | 4.476 ms | 5 - 8 MB | FP16 | NPU | -- |
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+ | Yolo-v6 | SA8775P ADP | SA8775P | TFLITE | 14.385 ms | 0 - 38 MB | FP16 | NPU | -- |
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+ | Yolo-v6 | SA8775P ADP | SA8775P | QNN | 7.412 ms | 1 - 10 MB | FP16 | NPU | -- |
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+ | Yolo-v6 | QCS8275 (Proxy) | QCS8275 Proxy | TFLITE | 85.524 ms | 0 - 38 MB | FP16 | NPU | -- |
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+ | Yolo-v6 | QCS8275 (Proxy) | QCS8275 Proxy | QNN | 78.093 ms | 0 - 9 MB | FP16 | NPU | -- |
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+ | Yolo-v6 | QCS8550 (Proxy) | QCS8550 Proxy | TFLITE | 10.68 ms | 0 - 9 MB | FP16 | NPU | -- |
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+ | Yolo-v6 | QCS8550 (Proxy) | QCS8550 Proxy | QNN | 4.466 ms | 5 - 8 MB | FP16 | NPU | -- |
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+ | Yolo-v6 | QCS9075 (Proxy) | QCS9075 Proxy | TFLITE | 14.385 ms | 0 - 38 MB | FP16 | NPU | -- |
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+ | Yolo-v6 | QCS9075 (Proxy) | QCS9075 Proxy | QNN | 7.412 ms | 1 - 10 MB | FP16 | NPU | -- |
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+ | Yolo-v6 | QCS8450 (Proxy) | QCS8450 Proxy | TFLITE | 12.939 ms | 0 - 37 MB | FP16 | NPU | -- |
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+ | Yolo-v6 | QCS8450 (Proxy) | QCS8450 Proxy | QNN | 7.854 ms | 5 - 34 MB | FP16 | NPU | -- |
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+ | Yolo-v6 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 4.699 ms | 5 - 5 MB | FP16 | NPU | -- |
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+ | Yolo-v6 | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 6.685 ms | 7 - 7 MB | FP16 | NPU | -- |
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